Upload Date | February 18 2023 02:05 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 13 |
Model | samsung SM-S918U |
Model ID | samsung SM-S918U |
Motherboard | kalama |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.36 GHz |
Memory Information | |
---|---|
Size | 10.80 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
580
62.1 IPS |
|
Image Classification (F16)
|
100% |
585
62.7 IPS |
|
Image Classification (I8)
|
81% |
229
24.6 IPS |
|
Image Segmentation (F32)
|
100% |
932
5.76 IPS |
|
Image Segmentation (F16)
|
100% |
916
5.66 IPS |
|
Image Segmentation (I8)
|
89% |
1077
6.65 IPS |
|
Pose Estimation (F32)
|
100% |
407
1.65 IPS |
|
Pose Estimation (F16)
|
100% |
385
1.56 IPS |
|
Pose Estimation (I8)
|
80% |
297
1.20 IPS |
|
Object Detection (F32)
|
100% |
635
22.3 IPS |
|
Object Detection (F16)
|
100% |
632
22.2 IPS |
|
Object Detection (I8)
|
52% |
367
12.9 IPS |
|
Face Detection (F32)
|
100% |
1021
11.7 IPS |
|
Face Detection (F16)
|
100% |
1016
11.7 IPS |
|
Face Detection (I8)
|
75% |
674
7.74 IPS |
|
Text Classification (F32)
|
100% |
377
149.2 IPS |
|
Text Classification (F16)
|
100% |
412
162.9 IPS |
|
Machine Translation (F32)
|
100% |
1090
167.9 IPS |
|
Machine Translation (F16)
|
100% |
1101
169.7 IPS |